Small-worldness
http://www.scholarpedia.org/article/Small-world_network WebIn addition to measures of integration, segregation, and centrality, it is possible to compute an index of “small-worldness.” Small-worlds are characterized by high local processing with fewer long-distance projections (Fig. 1). In graph analysis, a small-worldness statistic (δ) is calculated as the ratio of standardized clustering ...
Small-worldness
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Web1 Answer Sorted by: 1 Small worldness means small avg. path distance with high clustering, both compared to random networks. There is a measure for quantifying it. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0002051 x: You may calculate avg path length, divide it to avg path length of a random network with same … WebMar 8, 2016 · Small-World Property, Small-Word Networks, and Small-Worldness. While the SW construct has enjoyed vast popularity in the neuroscience community, a careful look at the literature shows that the various studies resorted to three different though related definitions of SW, which turn out to be nested into each other.
WebComputes the small-worldness measure of a network RDocumentation. Search all packages and functions. NetworkToolbox (version 1.4.2) Description. Usage Arguments. Value. Details. References, , Examples Run this code # NOT RUN {# Pearson's correlation ... WebResults: The small-worldness of the brain network emerged as a moderator of the association between intellectual engagement and cognition. Exclusively among elderly people with lower small-worldness, greater intellectual engagement, including the frequency and participation hours of activities, was associated with greater global cognitive function.
WebOur findings imply that the intrinsic small-worldness of the brain network might be a potential neurobiological contributor that interacts with the intellectual engagement in … WebMay 28, 2024 · Computes the small-worldness measure of a network smallworldness: Small-worldness Measure in NetworkToolbox: Methods and Measures for Brain, Cognitive, and Psychometric Network Analysis rdrr.io Find an R …
WebFeb 25, 2016 · To quantify the extent to which a network displays small-world structure, we define the Small-World Propensity, ϕ, to reflect the deviation of a network’s clustering …
WebFeb 18, 2024 · Small-worldness (S): characterized by simultaneously high cluster coefficient (C) and similar characteristic path length (L) as random networks; small world was calculated as: ... fitchat.corteva.comSmall-world networks tend to contain cliques, and near-cliques, meaning sub-networks which have connections between almost any two nodes within them. This follows from the defining property of a high clustering coefficient. Secondly, most pairs of nodes will be connected by at least one short path. This follows from the defining property that the mean-shortest path length be small. Several other properties are often associated with small-world networks. Typically there is an ov… can goodcook go in the dishwasherWebApr 15, 2024 · Corresponding small-worldness and network measures in both TTM and controls suggest brain networks that generally have similar network arrangement. This is partly consistent with some studies in OCD, the key example of the obsessive-compulsive and related disorders (OCRDs), that found similar small-world properties compared to … can goodenough great divorceWebNov 27, 2013 · Small-worldness and modularity of the resting-state functional brain network decrease with aging The human brain is a complex network that is known to be affected by normal aging. Graph-based analysis has been used to estimate functional brain network efficiency and effects of normal aging on small-worldness have been reported. can good brake pads helpWebTherefore, small-worldness is a meaningful characteristic for describing large-scale brain networks. Our study showed that CTS patients displayed disrupted functional topological … fitch at-maniaWebApr 13, 2024 · 人类大脑网络通常被认为具备“小世界网络（small-worldness network）”属性。该属性主要有两个特征：分离属性，体现为高的聚类系数、归一化聚类系数或局部效率；整合属性，体现为更短的特征路径长度、归一化特征路径和高的全局效率 [13] 。 fitch athoraWebApr 8, 2024 · The topological representation of this was that global efficiency, small-worldness and graph density of the white matter network were decreased in AD patients [42]. These altered patterns were also found in MCI and SCD [43, 44]. The efficiency of the temporal, frontal, and parietal cortices was decreased in multidomain MCI, while … can good china go in dishwasher